Yi Mao

collaborators

3 papers

astro-ph.CO2025

Tantalizing Evidence of Reionization Relics in the eBOSS DR16 Ly $α$ Forest Correlations: a Preference for Early Reionization

Yifan Zheng, Paulo Montero-Camacho, Zheng Cai +1

Cosmic reionization of HI leaves enduring relics in the post-reionization intergalactic medium, potentially influencing the Lyman- $α$ (Ly $α$ ) forest down to redshifts as low as $z…

astro-ph.IM2025

Multi-fidelity emulator for large-scale 21 cm lightcone images: a few-shot transfer learning approach with generative adversarial network

Kangning Diao, Yi Mao

Emulators using machine learning techniques have emerged to efficiently generate mock data matching the large survey volume for upcoming experiments, as an alternative approach to…

astro-ph.IM2024

$synax$ : A Differentiable and GPU-accelerated Synchrotron Simulation Package

Kangning Diao, Zack Li, Richard D. P. Grumitt +1

We introduce synax, a novel library for automatically differentiable simulation of Galactic synchrotron emission. Built on the JAX framework, synax leverages JAX's capabilities, in…

Tantalizing Evidence of Reionization Relics in the eBOSS DR16 Lyα Forest Correlations: a Preference for Early Reionization

Multi-fidelity emulator for large-scale 21 cm lightcone images: a few-shot transfer learning approach with generative adversarial network

synax: A Differentiable and GPU-accelerated Synchrotron Simulation Package

Tantalizing Evidence of Reionization Relics in the eBOSS DR16 Ly $α$ Forest Correlations: a Preference for Early Reionization

$synax$ : A Differentiable and GPU-accelerated Synchrotron Simulation Package